Pub. Date:
Springer International Publishing
Application of Soft Computing and Intelligent Methods in Geophysics

Application of Soft Computing and Intelligent Methods in Geophysics

by Alireza Hajian, Peter Styles
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This book provides a practical guide to applying soft-computing methods to interpret geophysical data. It discusses the design of neural networks with Matlab for geophysical data, as well as fuzzy logic and neuro-fuzzy concepts and their applications. In addition, it describes genetic algorithms for the automatic and/or intelligent processing and interpretation of geophysical data.

Product Details

ISBN-13: 9783030097745
Publisher: Springer International Publishing
Publication date: 01/11/2019
Series: Springer Geophysics
Edition description: Softcover reprint of the original 1st ed. 2018
Pages: 533
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

Neural networks :concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Fuzzy logic:concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Neuro-fuzzy concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Genetic Algorithm: concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Future of soft computing methods in geophysics.

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